{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Online Advertisement Evaluation for Travel\n",
    "\n",
    "Which travel ad work best?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Failed to find custom config on: c:\\Users\\pdasilva\\OneDrive - Microsoft\\Git repositories\\tinytroupe\\tinytroupe-core-opensource\\examples\\config.ini\n",
      "Now switching to default config file...\n",
      "Looking for config on: c:\\Users\\pdasilva\\OneDrive - Microsoft\\Git repositories\\tinytroupe\\tinytroupe-core-opensource\\examples\\..\\tinytroupe\\config.ini\n",
      "\n",
      "!!!!\n",
      "DISCLAIMER: TinyTroupe relies on Artificial Intelligence (AI) models to generate content. \n",
      "The AI models are not perfect and may produce inappropriate or inacurate results. \n",
      "For any serious or consequential use, please review the generated content before using it.\n",
      "!!!!\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import sys\n",
    "sys.path.append('..')\n",
    "\n",
    "import tinytroupe\n",
    "from tinytroupe.agent import TinyPerson\n",
    "from tinytroupe.examples import create_lisa_the_data_scientist, create_oscar_the_architect, create_marcos_the_physician\n",
    "from tinytroupe.factory import TinyPersonFactory\n",
    "from tinytroupe.extraction import ResultsExtractor"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Judging the best ad\n",
    "\n",
    "Consider the following ads, obtained from real Bing queries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# user search query: \"europe travel package\"\n",
    "\n",
    "travel_ad_1 =\\\n",
    "\"\"\"\n",
    "Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\n",
    "https://www.kensingtontours.com/private-tours/europe\n",
    "AdPrivate Guides; Custom Trip Itineraries; 24/7 In-Country Support. Request A Custom Quote. Europe's Best Customized For You - Historic Cities, Scenic Natural Wonders & More.\n",
    "\n",
    "Unbeatable Value · Easy Multi-Country · Expert Safari Planners · Top Lodges\n",
    "\n",
    "Bulgari & Romania\n",
    "Explore Europe Off The Beaten Track\n",
    "Exceptional Journey In The Balkans\n",
    "Munich, Salzburg, Vienna\n",
    "Discover Extraordinary Landscapes\n",
    "Explore Castles & Royal Palaces\n",
    "Budapest, Vienna, Prague\n",
    "Tread Cobblestone Laneways\n",
    "Bask In The Elegant Architecture\n",
    "30,000+ Delighted Clients\n",
    "Customers Love Kensington Tours\n",
    "With A Trust Score Of 9.8 Out Of 10\n",
    "Expert Planners\n",
    "Our Experts Know The Must-Sees,\n",
    "Hidden Gems & Everything In Between\n",
    "Free Custom Quotes\n",
    "Your Itinerary Is Tailored For You\n",
    "By Skilled Destination Experts\n",
    "See more at kensingtontours.com\n",
    "\"\"\"\n",
    "\n",
    "travel_ad_2 =\\\n",
    "\"\"\"\n",
    "Europe all-inclusive Packages - Europe Vacation Packages\n",
    "https://www.exoticca.com/europe/tours\n",
    "\n",
    "AdDiscover our inspiring Europe tour packages from the US: Capitals, Beaches and much more. Enjoy our most exclusive experiences in Europe with English guides and Premium hotels\n",
    "\n",
    "100% Online Security · +50000 Happy Customers · Flights + Hotels + Tours\n",
    "\n",
    "Types: Lodge, Resort & Spa, Guest House, Luxury Hotel, Tented Lodge\n",
    "\"\"\"\n",
    "\n",
    "travel_ad_3 =\\\n",
    "\"\"\"\n",
    "Travel Packages - Great Vacation Deals\n",
    "https://www.travelocity.com/travel/packages\n",
    "AdHuge Savings When You Book Flight and Hotel Together. Book Now and Save! Save When You Book Your Flight & Hotel Together At Travelocity.\n",
    "\n",
    "Get 24-Hour Support · 3 Million Guest Reviews · 240,000+ Hotels Worldwide\n",
    "\n",
    "Types: Cheap Hotels, Luxury Hotels, Romantic Hotels, Pet Friendly Hotels\n",
    "Cars\n",
    "Things to Do\n",
    "Discover\n",
    "All-Inclusive Resorts\n",
    "Book Together & Save\n",
    "Find A Hotel\n",
    "Nat Geo Expeditions® - Trips to Europe\n",
    "https://www.nationalgeographic.com/expeditions/europe\n",
    "AdTravel Beyond Your Wildest Dreams. See the World Close-Up with Nat Geo Experts. Join Us for An Unforgettable Expedition! Discover the Nat Geo Difference.\n",
    "\n",
    "People & Culture · Wildlife Encounters · Photography Trips · Hiking Trips\n",
    "\n",
    "Find The Trip For You\n",
    "Request a Free Catalog\n",
    "Special Offers\n",
    "Discover the Difference\n",
    "\"\"\"\n",
    "\n",
    "travel_ad_4 =\\\n",
    "\"\"\"\n",
    "Europe Luxury Private Tours\n",
    "https://www.kensingtontours.com\n",
    "Kensington Tours - Private Guides, Custom Itineraries, Hand Picked Hotels & 24/7 Support\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Can you evaluate these Bing ads for me? Which one convices you more to buy their particular offering? Select **ONLY** one. Please explain your reasoning, based on your background and personality.\n",
      "\n",
      "# AD 1\n",
      "```\n",
      "\n",
      "Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\n",
      "https://www.kensingtontours.com/private-tours/europe\n",
      "AdPrivate Guides; Custom Trip Itineraries; 24/7 In-Country Support. Request A Custom Quote. Europe's Best Customized For You - Historic Cities, Scenic Natural Wonders & More.\n",
      "\n",
      "Unbeatable Value · Easy Multi-Country · Expert Safari Planners · Top Lodges\n",
      "\n",
      "Bulgari & Romania\n",
      "Explore Europe Off The Beaten Track\n",
      "Exceptional Journey In The Balkans\n",
      "Munich, Salzburg, Vienna\n",
      "Discover Extraordinary Landscapes\n",
      "Explore Castles & Royal Palaces\n",
      "Budapest, Vienna, Prague\n",
      "Tread Cobblestone Laneways\n",
      "Bask In The Elegant Architecture\n",
      "30,000+ Delighted Clients\n",
      "Customers Love Kensington Tours\n",
      "With A Trust Score Of 9.8 Out Of 10\n",
      "Expert Planners\n",
      "Our Experts Know The Must-Sees,\n",
      "Hidden Gems & Everything In Between\n",
      "Free Custom Quotes\n",
      "Your Itinerary Is Tailored For You\n",
      "By Skilled Destination Experts\n",
      "See more at kensingtontours.com\n",
      "\n",
      "```\n",
      "\n",
      "# AD 2\n",
      "```\n",
      "\n",
      "Europe all-inclusive Packages - Europe Vacation Packages\n",
      "https://www.exoticca.com/europe/tours\n",
      "\n",
      "AdDiscover our inspiring Europe tour packages from the US: Capitals, Beaches and much more. Enjoy our most exclusive experiences in Europe with English guides and Premium hotels\n",
      "\n",
      "100% Online Security · +50000 Happy Customers · Flights + Hotels + Tours\n",
      "\n",
      "Types: Lodge, Resort & Spa, Guest House, Luxury Hotel, Tented Lodge\n",
      "\n",
      "```\n",
      "\n",
      "# AD 3\n",
      "```\n",
      "\n",
      "Travel Packages - Great Vacation Deals\n",
      "https://www.travelocity.com/travel/packages\n",
      "AdHuge Savings When You Book Flight and Hotel Together. Book Now and Save! Save When You Book Your Flight & Hotel Together At Travelocity.\n",
      "\n",
      "Get 24-Hour Support · 3 Million Guest Reviews · 240,000+ Hotels Worldwide\n",
      "\n",
      "Types: Cheap Hotels, Luxury Hotels, Romantic Hotels, Pet Friendly Hotels\n",
      "Cars\n",
      "Things to Do\n",
      "Discover\n",
      "All-Inclusive Resorts\n",
      "Book Together & Save\n",
      "Find A Hotel\n",
      "Nat Geo Expeditions® - Trips to Europe\n",
      "https://www.nationalgeographic.com/expeditions/europe\n",
      "AdTravel Beyond Your Wildest Dreams. See the World Close-Up with Nat Geo Experts. Join Us for An Unforgettable Expedition! Discover the Nat Geo Difference.\n",
      "\n",
      "People & Culture · Wildlife Encounters · Photography Trips · Hiking Trips\n",
      "\n",
      "Find The Trip For You\n",
      "Request a Free Catalog\n",
      "Special Offers\n",
      "Discover the Difference\n",
      "\n",
      "```\n",
      "\n",
      "# AD 4\n",
      "```\n",
      "\n",
      "Europe Luxury Private Tours\n",
      "https://www.kensingtontours.com\n",
      "Kensington Tours - Private Guides, Custom Itineraries, Hand Picked Hotels & 24/7 Support\n",
      "\n",
      "```\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "eval_request_msg = \\\n",
    "f\"\"\"\n",
    "Can you evaluate these Bing ads for me? Which one convices you more to buy their particular offering? Select **ONLY** one. Please explain your reasoning, based on your background and personality.\n",
    "\n",
    "# AD 1\n",
    "```\n",
    "{travel_ad_1}\n",
    "```\n",
    "\n",
    "# AD 2\n",
    "```\n",
    "{travel_ad_2}\n",
    "```\n",
    "\n",
    "# AD 3\n",
    "```\n",
    "{travel_ad_3}\n",
    "```\n",
    "\n",
    "# AD 4\n",
    "```\n",
    "{travel_ad_4}\n",
    "```\n",
    "\n",
    "\"\"\"\n",
    "\n",
    "print(eval_request_msg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "situation = \"You decided you want to visit Europe and you are planning your next vacations. You start by searching for good deals as well as good ideas.\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "extraction_objective=\"Find the ad the agent chose. Extract the Ad number, title and justification for the choice. Extract only ONE choice.\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Try with example agents\n",
    "\n",
    "What our existing agents say?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
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       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;  Can you evaluate these Bing ads for me? Which one convices you more to buy their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; particular offering? Select **ONLY** one. Please explain your reasoning, based on your</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; background and personality.  # AD 1 ```  Tailor-Made Tours Of Europe - Nat'l Geographic</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Award Winner </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.kensingtontours.com/private-tours/europe</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdPrivate Guides;</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Custom Trip Itineraries; 24/7 In-Country Support. Request A Custom Quote. Europe's Best</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Customized For You - Historic Cities, Scenic Natural Wonders &amp; More.  Unbeatable Value ·</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari &amp; Romania Explore</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Discover Extraordinary Landscapes Explore Castles &amp; Royal Palaces Budapest, Vienna,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Prague Tread Cobblestone Laneways Bask In The Elegant Architecture 30,000+ Delighted</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Clients Customers Love Kensington Tours With A Trust Score Of 9.8 Out Of 10 Expert</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Planners Our Experts Know The Must-Sees, Hidden Gems &amp; Everything In Between Free  (...)</span>\n",
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       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">          &gt; I will now act a bit, and then issue DONE.</span>\n",
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       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">          &gt; I will now act a bit, and then issue DONE.</span>\n",
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     "output_type": "stream",
     "text": [
      "2024-11-01 06:44:19,011 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">          &gt; Considering my interests in travel and personalized experiences, I should focus on the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">          &gt; ads that offer unique and tailored travel options.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;32mLisa\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m          > Considering my interests in travel and personalized experiences, I should focus on the\u001b[0m\n",
       "\u001b[32m          > ads that offer unique and tailored travel options.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">          &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m          > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:44:24,248 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">          &gt; Ad </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">1</span><span style=\"color: #008000; text-decoration-color: #008000\"> stands out to me because it emphasizes tailor-made tours, custom itineraries, and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">          &gt; expert planners who know hidden gems. This aligns with my analytical nature and interest</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">          &gt; in unique experiences.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;32mLisa\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m          > Ad \u001b[0m\u001b[1;32m1\u001b[0m\u001b[32m stands out to me because it emphasizes tailor-made tours, custom itineraries, and\u001b[0m\n",
       "\u001b[32m          > expert planners who know hidden gems. This aligns with my analytical nature and interest\u001b[0m\n",
       "\u001b[32m          > in unique experiences.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">          &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m          > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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    },
    {
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     "output_type": "stream",
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      "2024-11-01 06:44:38,922 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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    },
    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">          &gt; I find Ad </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">1</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> to be the most convincing. It offers tailor-made tours with custom</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">          &gt; itineraries and expert planners who know the must-sees and hidden gems. This aligns with</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">          &gt; my analytical nature and interest in unique, personalized experiences.</span>\n",
       "</pre>\n"
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       "\u001b[1;4;38;5;40mLisa\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m          > I find Ad \u001b[0m\u001b[1;38;5;40m1\u001b[0m\u001b[1;38;5;40m to be the most convincing. It offers tailor-made tours with custom\u001b[0m\n",
       "\u001b[1;38;5;40m          > itineraries and expert planners who know the must-sees and hidden gems. This aligns with\u001b[0m\n",
       "\u001b[1;38;5;40m          > my analytical nature and interest in unique, personalized experiences.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lisa</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">          &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLisa\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m          > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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      "2024-11-01 06:44:48,989 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mLisa\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;  Can you evaluate these Bing ads for me? Which one convices you more to buy their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; particular offering? Select **ONLY** one. Please explain your reasoning, based on your</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; background and personality.  # AD 1 ```  Tailor-Made Tours Of Europe - Nat'l Geographic</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Award Winner </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.kensingtontours.com/private-tours/europe</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdPrivate Guides;</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Custom Trip Itineraries; 24/7 In-Country Support. Request A Custom Quote. Europe's Best</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Customized For You - Historic Cities, Scenic Natural Wonders &amp; More.  Unbeatable Value ·</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari &amp; Romania Explore</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Discover Extraordinary Landscapes Explore Castles &amp; Royal Palaces Budapest, Vienna,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Prague Tread Cobblestone Laneways Bask In The Elegant Architecture 30,000+ Delighted</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Clients Customers Love Kensington Tours With A Trust Score Of 9.8 Out Of 10 Expert</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Planners Our Experts Know The Must-Sees, Hidden Gems &amp; Everything In Between Free  (...)</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >  Can you evaluate these Bing ads for me? Which one convices you more to buy their\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > particular offering? Select **ONLY** one. Please explain your reasoning, based on your\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > background and personality.  # AD \u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m ```  Tailor-Made Tours Of Europe - Nat'l Geographic\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Award Winner \u001b[0m\u001b[1;3;4;38;5;51mhttps://www.kensingtontours.com/private-tours/europe\u001b[0m\u001b[1;3;38;5;51m AdPrivate Guides;\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Custom Trip Itineraries; \u001b[0m\u001b[1;3;38;5;51m24\u001b[0m\u001b[1;3;38;5;51m/\u001b[0m\u001b[1;3;38;5;51m7\u001b[0m\u001b[1;3;38;5;51m In-Country Support. Request A Custom Quote. Europe's Best\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Customized For You - Historic Cities, Scenic Natural Wonders & More.  Unbeatable Value ·\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari & Romania Explore\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Discover Extraordinary Landscapes Explore Castles & Royal Palaces Budapest, Vienna,\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Prague Tread Cobblestone Laneways Bask In The Elegant Architecture \u001b[0m\u001b[1;3;38;5;51m30\u001b[0m\u001b[1;3;38;5;51m,\u001b[0m\u001b[1;3;38;5;51m000\u001b[0m\u001b[1;3;38;5;51m+ Delighted\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Clients Customers Love Kensington Tours With A Trust Score Of \u001b[0m\u001b[1;3;38;5;51m9.8\u001b[0m\u001b[1;3;38;5;51m Out Of \u001b[0m\u001b[1;3;38;5;51m10\u001b[0m\u001b[1;3;38;5;51m Expert\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Planners Our Experts Know The Must-Sees, Hidden Gems & Everything In Between Free  \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">            &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m            > I will now act a bit, and then issue DONE.\u001b[0m\n"
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     "output_type": "stream",
     "text": [
      "2024-11-01 06:44:56,054 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">            &gt; I am considering which ad appeals to me the most based on my interests and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">            &gt; personality.</span>\n",
       "</pre>\n"
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       "\u001b[4;32mMarcos\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m            > I am considering which ad appeals to me the most based on my interests and\u001b[0m\n",
       "\u001b[32m            > personality.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">            &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
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       "\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m            > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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      "2024-11-01 06:45:04,477 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">            &gt; After evaluating the ads, I find AD </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">1</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> the most convincing. As someone who enjoys</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">            &gt; exploring new places and values personalized experiences, the offer of tailor-made</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">            &gt; tours with private guides and custom itineraries appeals to me. The emphasis on</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">            &gt; exploring historic cities and scenic natural wonders aligns with my interests in</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">            &gt; history and nature. Additionally, the high trust score and positive customer feedback</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">            &gt; provide reassurance about the quality of the service.</span>\n",
       "</pre>\n"
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       "\u001b[1;4;38;5;40mMarcos\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m            > After evaluating the ads, I find AD \u001b[0m\u001b[1;38;5;40m1\u001b[0m\u001b[1;38;5;40m the most convincing. As someone who enjoys\u001b[0m\n",
       "\u001b[1;38;5;40m            > exploring new places and values personalized experiences, the offer of tailor-made\u001b[0m\n",
       "\u001b[1;38;5;40m            > tours with private guides and custom itineraries appeals to me. The emphasis on\u001b[0m\n",
       "\u001b[1;38;5;40m            > exploring historic cities and scenic natural wonders aligns with my interests in\u001b[0m\n",
       "\u001b[1;38;5;40m            > history and nature. Additionally, the high trust score and positive customer feedback\u001b[0m\n",
       "\u001b[1;38;5;40m            > provide reassurance about the quality of the service.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Marcos</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">            &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
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       "\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMarcos\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m            > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "text": [
      "2024-11-01 06:45:18,499 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mMarcos\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;  Can you evaluate these Bing ads for me? Which one convices you more to buy their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; particular offering? Select **ONLY** one. Please explain your reasoning, based on your</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; background and personality.  # AD 1 ```  Tailor-Made Tours Of Europe - Nat'l Geographic</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Award Winner </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.kensingtontours.com/private-tours/europe</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdPrivate Guides;</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Custom Trip Itineraries; 24/7 In-Country Support. Request A Custom Quote. Europe's Best</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Customized For You - Historic Cities, Scenic Natural Wonders &amp; More.  Unbeatable Value ·</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari &amp; Romania Explore</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Discover Extraordinary Landscapes Explore Castles &amp; Royal Palaces Budapest, Vienna,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Prague Tread Cobblestone Laneways Bask In The Elegant Architecture 30,000+ Delighted</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Clients Customers Love Kensington Tours With A Trust Score Of 9.8 Out Of 10 Expert</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Planners Our Experts Know The Must-Sees, Hidden Gems &amp; Everything In Between Free  (...)</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >  Can you evaluate these Bing ads for me? Which one convices you more to buy their\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > particular offering? Select **ONLY** one. Please explain your reasoning, based on your\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > background and personality.  # AD \u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m ```  Tailor-Made Tours Of Europe - Nat'l Geographic\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Award Winner \u001b[0m\u001b[1;3;4;38;5;51mhttps://www.kensingtontours.com/private-tours/europe\u001b[0m\u001b[1;3;38;5;51m AdPrivate Guides;\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Custom Trip Itineraries; \u001b[0m\u001b[1;3;38;5;51m24\u001b[0m\u001b[1;3;38;5;51m/\u001b[0m\u001b[1;3;38;5;51m7\u001b[0m\u001b[1;3;38;5;51m In-Country Support. Request A Custom Quote. Europe's Best\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Customized For You - Historic Cities, Scenic Natural Wonders & More.  Unbeatable Value ·\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari & Romania Explore\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Discover Extraordinary Landscapes Explore Castles & Royal Palaces Budapest, Vienna,\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Prague Tread Cobblestone Laneways Bask In The Elegant Architecture \u001b[0m\u001b[1;3;38;5;51m30\u001b[0m\u001b[1;3;38;5;51m,\u001b[0m\u001b[1;3;38;5;51m000\u001b[0m\u001b[1;3;38;5;51m+ Delighted\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Clients Customers Love Kensington Tours With A Trust Score Of \u001b[0m\u001b[1;3;38;5;51m9.8\u001b[0m\u001b[1;3;38;5;51m Out Of \u001b[0m\u001b[1;3;38;5;51m10\u001b[0m\u001b[1;3;38;5;51m Expert\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Planners Our Experts Know The Must-Sees, Hidden Gems & Everything In Between Free  \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:45:26,009 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; I need to evaluate the ads based on my interests and personality.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > I need to evaluate the ads based on my interests and personality.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:45:34,302 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; Considering my interests in traveling to exotic places and my appreciation for detailed</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; and custom experiences, I should evaluate which ad aligns best with these preferences.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > Considering my interests in traveling to exotic places and my appreciation for detailed\u001b[0m\n",
       "\u001b[32m           > and custom experiences, I should evaluate which ad aligns best with these preferences.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:45:40,191 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; Ad </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">1</span><span style=\"color: #008000; text-decoration-color: #008000\"> from Kensington Tours offers tailor-made tours with private guides and custom</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; itineraries, which aligns with my interest in detailed and personalized travel</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; experiences. The mention of exploring historic cities and elegant architecture also</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; resonates with my appreciation for design and aesthetics.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > Ad \u001b[0m\u001b[1;32m1\u001b[0m\u001b[32m from Kensington Tours offers tailor-made tours with private guides and custom\u001b[0m\n",
       "\u001b[32m           > itineraries, which aligns with my interest in detailed and personalized travel\u001b[0m\n",
       "\u001b[32m           > experiences. The mention of exploring historic cities and elegant architecture also\u001b[0m\n",
       "\u001b[32m           > resonates with my appreciation for design and aesthetics.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:45:46,432 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; I find Ad </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">1</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> from Kensington Tours the most convincing. It offers tailor-made tours with</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; private guides and custom itineraries, which aligns with my interest in detailed and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; personalized travel experiences. The focus on exploring historic cities and elegant</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; architecture resonates with my appreciation for design and aesthetics.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > I find Ad \u001b[0m\u001b[1;38;5;40m1\u001b[0m\u001b[1;38;5;40m from Kensington Tours the most convincing. It offers tailor-made tours with\u001b[0m\n",
       "\u001b[1;38;5;40m           > private guides and custom itineraries, which aligns with my interest in detailed and\u001b[0m\n",
       "\u001b[1;38;5;40m           > personalized travel experiences. The focus on exploring historic cities and elegant\u001b[0m\n",
       "\u001b[1;38;5;40m           > architecture resonates with my appreciation for design and aesthetics.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mOscar\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:45:53,144 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "people = [create_lisa_the_data_scientist(), create_marcos_the_physician(), create_oscar_the_architect()]\n",
    "\n",
    "for person in people:\n",
    "    person.change_context(situation)\n",
    "    person.listen_and_act(eval_request_msg)\n",
    "    \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can extract the result from each individual agent."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:45:57,801 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n",
      "2024-11-01 06:46:01,833 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n",
      "2024-11-01 06:46:06,784 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    }
   ],
   "source": [
    "extractor = ResultsExtractor()\n",
    "choices = []\n",
    "\n",
    "for person in people:\n",
    "    res = extractor.extract_results_from_agent(person,\n",
    "                                    extraction_objective=extraction_objective,\n",
    "                                    situation=situation,\n",
    "                                    fields=[\"ad_id\", \"ad_title\", \"justification\"])\n",
    "    choices.append(res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'ad_id': '1', 'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\", 'justification': 'It offers tailor-made tours with custom itineraries and expert planners who know the must-sees and hidden gems. This aligns with my analytical nature and interest in unique, personalized experiences.'}, {'ad_id': 'AD 1', 'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\", 'justification': 'As someone who enjoys exploring new places and values personalized experiences, the offer of tailor-made tours with private guides and custom itineraries appeals to me. The emphasis on exploring historic cities and scenic natural wonders aligns with my interests in history and nature. Additionally, the high trust score and positive customer feedback provide reassurance about the quality of the service.'}, {'ad_id': '1', 'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\", 'justification': 'It offers tailor-made tours with private guides and custom itineraries, which aligns with my interest in detailed and personalized travel experiences. The focus on exploring historic cities and elegant architecture resonates with my appreciation for design and aesthetics.'}]\n"
     ]
    }
   ],
   "source": [
    "print(choices)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'ad_id': '1',\n",
       " 'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\",\n",
       " 'justification': 'It offers tailor-made tours with custom itineraries and expert planners who know the must-sees and hidden gems. This aligns with my analytical nature and interest in unique, personalized experiences.'}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "choices[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Try with agents generated on the fly"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:46:10,686 - tinytroupe - INFO - Starting the person generation based on that context: Create a Brazilian person that is a doctor, like pets and the nature and love heavy metal.\n",
      "2024-11-01 06:46:11,046 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n",
      "2024-11-01 06:46:22,657 - tinytroupe - INFO - Starting the person generation based on that context: Create a graphic designer who is an art and travel lover.\n",
      "2024-11-01 06:46:22,991 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n",
      "2024-11-01 06:46:32,096 - tinytroupe - INFO - Starting the person generation based on that context: Create a wealthy banker who loves to show his money to others.\n",
      "2024-11-01 06:46:32,426 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n",
      "2024-11-01 06:46:41,958 - tinytroupe - INFO - Starting the person generation based on that context: Create a poor grad student who loves history but has very little money to visit historical places.\n",
      "2024-11-01 06:46:42,394 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    }
   ],
   "source": [
    "people = [TinyPersonFactory(\"Create a Brazilian person that is a doctor, like pets and the nature and love heavy metal.\").generate_person(),\n",
    "          TinyPersonFactory(\"Create a graphic designer who is an art and travel lover.\").generate_person(),\n",
    "          TinyPersonFactory(\"Create a wealthy banker who loves to show his money to others.\").generate_person(),\n",
    "          TinyPersonFactory(\"Create a poor grad student who loves history but has very little money to visit historical places.\").generate_person()]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;  Can you evaluate these Bing ads for me? Which one convices you more to buy their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; particular offering? Select **ONLY** one. Please explain your reasoning, based on your</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; background and personality.  # AD 1 ```  Tailor-Made Tours Of Europe - Nat'l Geographic</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Award Winner </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.kensingtontours.com/private-tours/europe</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdPrivate Guides;</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Custom Trip Itineraries; 24/7 In-Country Support. Request A Custom Quote. Europe's Best</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Customized For You - Historic Cities, Scenic Natural Wonders &amp; More.  Unbeatable Value ·</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari &amp; Romania Explore</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Discover Extraordinary Landscapes Explore Castles &amp; Royal Palaces Budapest, Vienna,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Prague Tread Cobblestone Laneways Bask In The Elegant Architecture 30,000+ Delighted</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Clients Customers Love Kensington Tours With A Trust Score Of 9.8 Out Of 10 Expert</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Planners Our Experts Know The Must-Sees, Hidden Gems &amp; Everything In Between Free  (...)</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >  Can you evaluate these Bing ads for me? Which one convices you more to buy their\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > particular offering? Select **ONLY** one. Please explain your reasoning, based on your\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > background and personality.  # AD \u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m ```  Tailor-Made Tours Of Europe - Nat'l Geographic\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Award Winner \u001b[0m\u001b[1;3;4;38;5;51mhttps://www.kensingtontours.com/private-tours/europe\u001b[0m\u001b[1;3;38;5;51m AdPrivate Guides;\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Custom Trip Itineraries; \u001b[0m\u001b[1;3;38;5;51m24\u001b[0m\u001b[1;3;38;5;51m/\u001b[0m\u001b[1;3;38;5;51m7\u001b[0m\u001b[1;3;38;5;51m In-Country Support. Request A Custom Quote. Europe's Best\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Customized For You - Historic Cities, Scenic Natural Wonders & More.  Unbeatable Value ·\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari & Romania Explore\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Discover Extraordinary Landscapes Explore Castles & Royal Palaces Budapest, Vienna,\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Prague Tread Cobblestone Laneways Bask In The Elegant Architecture \u001b[0m\u001b[1;3;38;5;51m30\u001b[0m\u001b[1;3;38;5;51m,\u001b[0m\u001b[1;3;38;5;51m000\u001b[0m\u001b[1;3;38;5;51m+ Delighted\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Clients Customers Love Kensington Tours With A Trust Score Of \u001b[0m\u001b[1;3;38;5;51m9.8\u001b[0m\u001b[1;3;38;5;51m Out Of \u001b[0m\u001b[1;3;38;5;51m10\u001b[0m\u001b[1;3;38;5;51m Expert\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Planners Our Experts Know The Must-Sees, Hidden Gems & Everything In Between Free  \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lucas</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lucas</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
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       "\u001b[2;3;4;38;5;51mLucas\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLucas\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; Considering my interests and personality, I am drawn to experiences that offer a blend</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; of adventure, culture, and nature. I appreciate personalized and immersive travel</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; experiences.</span>\n",
       "</pre>\n"
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       "\u001b[4;32mLucas\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > Considering my interests and personality, I am drawn to experiences that offer a blend\u001b[0m\n",
       "\u001b[32m           > of adventure, culture, and nature. I appreciate personalized and immersive travel\u001b[0m\n",
       "\u001b[32m           > experiences.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lucas</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lucas</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLucas\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLucas\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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      "2024-11-01 06:47:06,197 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; After evaluating the ads, I find AD </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">1</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> from Kensington Tours most convincing. It offers</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; tailor-made tours with private guides, custom itineraries, and </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">24</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">/</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">7</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> in-country support,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; which aligns with my appreciation for personalized and immersive experiences. The ad</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; highlights exploring Europe off the beaten track, which appeals to my adventurous side.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; Additionally, the high trust score and positive customer feedback add to its</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; credibility.</span>\n",
       "</pre>\n"
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       "\u001b[1;4;38;5;40mLucas\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > After evaluating the ads, I find AD \u001b[0m\u001b[1;38;5;40m1\u001b[0m\u001b[1;38;5;40m from Kensington Tours most convincing. It offers\u001b[0m\n",
       "\u001b[1;38;5;40m           > tailor-made tours with private guides, custom itineraries, and \u001b[0m\u001b[1;38;5;40m24\u001b[0m\u001b[1;38;5;40m/\u001b[0m\u001b[1;38;5;40m7\u001b[0m\u001b[1;38;5;40m in-country support,\u001b[0m\n",
       "\u001b[1;38;5;40m           > which aligns with my appreciation for personalized and immersive experiences. The ad\u001b[0m\n",
       "\u001b[1;38;5;40m           > highlights exploring Europe off the beaten track, which appeals to my adventurous side.\u001b[0m\n",
       "\u001b[1;38;5;40m           > Additionally, the high trust score and positive customer feedback add to its\u001b[0m\n",
       "\u001b[1;38;5;40m           > credibility.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lucas</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lucas</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLucas\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLucas\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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      "2024-11-01 06:47:17,493 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\n"
      ]
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     "text": [
      "---------------------\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lila</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;  Can you evaluate these Bing ads for me? Which one convices you more to buy their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; particular offering? Select **ONLY** one. Please explain your reasoning, based on your</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; background and personality.  # AD 1 ```  Tailor-Made Tours Of Europe - Nat'l Geographic</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Award Winner </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.kensingtontours.com/private-tours/europe</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdPrivate Guides;</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Custom Trip Itineraries; 24/7 In-Country Support. Request A Custom Quote. Europe's Best</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Customized For You - Historic Cities, Scenic Natural Wonders &amp; More.  Unbeatable Value ·</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari &amp; Romania Explore</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Discover Extraordinary Landscapes Explore Castles &amp; Royal Palaces Budapest, Vienna,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Prague Tread Cobblestone Laneways Bask In The Elegant Architecture 30,000+ Delighted</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Clients Customers Love Kensington Tours With A Trust Score Of 9.8 Out Of 10 Expert</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Planners Our Experts Know The Must-Sees, Hidden Gems &amp; Everything In Between Free  (...)</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLila\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >  Can you evaluate these Bing ads for me? Which one convices you more to buy their\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > particular offering? Select **ONLY** one. Please explain your reasoning, based on your\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > background and personality.  # AD \u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m ```  Tailor-Made Tours Of Europe - Nat'l Geographic\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Award Winner \u001b[0m\u001b[1;3;4;38;5;51mhttps://www.kensingtontours.com/private-tours/europe\u001b[0m\u001b[1;3;38;5;51m AdPrivate Guides;\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Custom Trip Itineraries; \u001b[0m\u001b[1;3;38;5;51m24\u001b[0m\u001b[1;3;38;5;51m/\u001b[0m\u001b[1;3;38;5;51m7\u001b[0m\u001b[1;3;38;5;51m In-Country Support. Request A Custom Quote. Europe's Best\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Customized For You - Historic Cities, Scenic Natural Wonders & More.  Unbeatable Value ·\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari & Romania Explore\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Discover Extraordinary Landscapes Explore Castles & Royal Palaces Budapest, Vienna,\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Prague Tread Cobblestone Laneways Bask In The Elegant Architecture \u001b[0m\u001b[1;3;38;5;51m30\u001b[0m\u001b[1;3;38;5;51m,\u001b[0m\u001b[1;3;38;5;51m000\u001b[0m\u001b[1;3;38;5;51m+ Delighted\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Clients Customers Love Kensington Tours With A Trust Score Of \u001b[0m\u001b[1;3;38;5;51m9.8\u001b[0m\u001b[1;3;38;5;51m Out Of \u001b[0m\u001b[1;3;38;5;51m10\u001b[0m\u001b[1;3;38;5;51m Expert\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Planners Our Experts Know The Must-Sees, Hidden Gems & Everything In Between Free  \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lila</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lila</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">          &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLila\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLila\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m          > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:47:22,991 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lila</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">          &gt; I am considering which ad resonates with me the most based on my interests and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">          &gt; personality.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;32mLila\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m          > I am considering which ad resonates with me the most based on my interests and\u001b[0m\n",
       "\u001b[32m          > personality.\u001b[0m\n"
      ]
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     "metadata": {},
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lila</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lila</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">          &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLila\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLila\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m          > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "name": "stderr",
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     "text": [
      "2024-11-01 06:47:29,384 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lila</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">          &gt; After evaluating the ads, I find AD </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">1</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> the most convincing. As a graphic designer with a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">          &gt; passion for travel and exploring new cultures, the ad's emphasis on tailor-made tours,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">          &gt; historic cities, and scenic natural wonders appeals to my adventurous and detail-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">          &gt; oriented nature. The mention of expert planners and custom itineraries aligns with my</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">          &gt; appreciation for personalized experiences. Additionally, the high trust score and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">          &gt; positive customer feedback provide reassurance of quality and reliability.</span>\n",
       "</pre>\n"
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       "\u001b[1;4;38;5;40mLila\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m          > After evaluating the ads, I find AD \u001b[0m\u001b[1;38;5;40m1\u001b[0m\u001b[1;38;5;40m the most convincing. As a graphic designer with a\u001b[0m\n",
       "\u001b[1;38;5;40m          > passion for travel and exploring new cultures, the ad's emphasis on tailor-made tours,\u001b[0m\n",
       "\u001b[1;38;5;40m          > historic cities, and scenic natural wonders appeals to my adventurous and detail-\u001b[0m\n",
       "\u001b[1;38;5;40m          > oriented nature. The mention of expert planners and custom itineraries aligns with my\u001b[0m\n",
       "\u001b[1;38;5;40m          > appreciation for personalized experiences. Additionally, the high trust score and\u001b[0m\n",
       "\u001b[1;38;5;40m          > positive customer feedback provide reassurance of quality and reliability.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lila</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Lila</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">          &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;3;4;38;5;51mLila\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mLila\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m          > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
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     "output_type": "stream",
     "text": [
      "2024-11-01 06:47:38,516 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
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    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lila</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mLila\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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     "text": [
      "---------------------\n"
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;  Can you evaluate these Bing ads for me? Which one convices you more to buy their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; particular offering? Select **ONLY** one. Please explain your reasoning, based on your</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; background and personality.  # AD 1 ```  Tailor-Made Tours Of Europe - Nat'l Geographic</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Award Winner </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.kensingtontours.com/private-tours/europe</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdPrivate Guides;</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Custom Trip Itineraries; 24/7 In-Country Support. Request A Custom Quote. Europe's Best</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Customized For You - Historic Cities, Scenic Natural Wonders &amp; More.  Unbeatable Value ·</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari &amp; Romania Explore</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Discover Extraordinary Landscapes Explore Castles &amp; Royal Palaces Budapest, Vienna,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Prague Tread Cobblestone Laneways Bask In The Elegant Architecture 30,000+ Delighted</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Clients Customers Love Kensington Tours With A Trust Score Of 9.8 Out Of 10 Expert</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Planners Our Experts Know The Must-Sees, Hidden Gems &amp; Everything In Between Free  (...)</span>\n",
       "</pre>\n"
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       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mMaximilian\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >  Can you evaluate these Bing ads for me? Which one convices you more to buy their\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > particular offering? Select **ONLY** one. Please explain your reasoning, based on your\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > background and personality.  # AD \u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m ```  Tailor-Made Tours Of Europe - Nat'l Geographic\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Award Winner \u001b[0m\u001b[1;3;4;38;5;51mhttps://www.kensingtontours.com/private-tours/europe\u001b[0m\u001b[1;3;38;5;51m AdPrivate Guides;\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Custom Trip Itineraries; \u001b[0m\u001b[1;3;38;5;51m24\u001b[0m\u001b[1;3;38;5;51m/\u001b[0m\u001b[1;3;38;5;51m7\u001b[0m\u001b[1;3;38;5;51m In-Country Support. Request A Custom Quote. Europe's Best\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Customized For You - Historic Cities, Scenic Natural Wonders & More.  Unbeatable Value ·\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari & Romania Explore\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Discover Extraordinary Landscapes Explore Castles & Royal Palaces Budapest, Vienna,\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Prague Tread Cobblestone Laneways Bask In The Elegant Architecture \u001b[0m\u001b[1;3;38;5;51m30\u001b[0m\u001b[1;3;38;5;51m,\u001b[0m\u001b[1;3;38;5;51m000\u001b[0m\u001b[1;3;38;5;51m+ Delighted\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Clients Customers Love Kensington Tours With A Trust Score Of \u001b[0m\u001b[1;3;38;5;51m9.8\u001b[0m\u001b[1;3;38;5;51m Out Of \u001b[0m\u001b[1;3;38;5;51m10\u001b[0m\u001b[1;3;38;5;51m Expert\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Planners Our Experts Know The Must-Sees, Hidden Gems & Everything In Between Free  \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">                &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m                > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:47:44,846 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Maximilian</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                &gt; I need to evaluate the ads based on my interests and personality.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMaximilian\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                > I need to evaluate the ads based on my interests and personality.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">                &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m                > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:47:50,620 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Maximilian</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                &gt; Considering my interests in luxury travel and exclusive experiences, I should</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                &gt; focus on the ads that offer personalized and high-end services.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMaximilian\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                > Considering my interests in luxury travel and exclusive experiences, I should\u001b[0m\n",
       "\u001b[32m                > focus on the ads that offer personalized and high-end services.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">                &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m                > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:47:56,906 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Maximilian</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                &gt; Ad </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">1</span><span style=\"color: #008000; text-decoration-color: #008000\"> from Kensington Tours stands out due to its focus on tailor-made tours,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                &gt; private guides, and custom itineraries, which align with my preference for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                &gt; exclusive and personalized travel experiences.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMaximilian\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                > Ad \u001b[0m\u001b[1;32m1\u001b[0m\u001b[32m from Kensington Tours stands out due to its focus on tailor-made tours,\u001b[0m\n",
       "\u001b[32m                > private guides, and custom itineraries, which align with my preference for\u001b[0m\n",
       "\u001b[32m                > exclusive and personalized travel experiences.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">                &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m                > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:03,638 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Maximilian</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                &gt; I have selected Ad </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">1</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> from Kensington Tours as the most convincing. It offers</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                &gt; tailor-made tours, private guides, and custom itineraries, which align with my</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                &gt; preference for exclusive and personalized travel experiences. The emphasis on</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                &gt; exploring historic cities and scenic natural wonders, along with a high trust</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                &gt; score, makes it appealing to someone with my interests in luxury travel and unique</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                &gt; experiences.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMaximilian\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                > I have selected Ad \u001b[0m\u001b[1;38;5;40m1\u001b[0m\u001b[1;38;5;40m from Kensington Tours as the most convincing. It offers\u001b[0m\n",
       "\u001b[1;38;5;40m                > tailor-made tours, private guides, and custom itineraries, which align with my\u001b[0m\n",
       "\u001b[1;38;5;40m                > preference for exclusive and personalized travel experiences. The emphasis on\u001b[0m\n",
       "\u001b[1;38;5;40m                > exploring historic cities and scenic natural wonders, along with a high trust\u001b[0m\n",
       "\u001b[1;38;5;40m                > score, makes it appealing to someone with my interests in luxury travel and unique\u001b[0m\n",
       "\u001b[1;38;5;40m                > experiences.\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Maximilian</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">                &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mMaximilian\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m                > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:12,042 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Maximilian</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mMaximilian\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "---------------------\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;  Can you evaluate these Bing ads for me? Which one convices you more to buy their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; particular offering? Select **ONLY** one. Please explain your reasoning, based on your</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; background and personality.  # AD 1 ```  Tailor-Made Tours Of Europe - Nat'l Geographic</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Award Winner </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.kensingtontours.com/private-tours/europe</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdPrivate Guides;</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Custom Trip Itineraries; 24/7 In-Country Support. Request A Custom Quote. Europe's Best</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Customized For You - Historic Cities, Scenic Natural Wonders &amp; More.  Unbeatable Value ·</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari &amp; Romania Explore</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Discover Extraordinary Landscapes Explore Castles &amp; Royal Palaces Budapest, Vienna,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Prague Tread Cobblestone Laneways Bask In The Elegant Architecture 30,000+ Delighted</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Clients Customers Love Kensington Tours With A Trust Score Of 9.8 Out Of 10 Expert</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Planners Our Experts Know The Must-Sees, Hidden Gems &amp; Everything In Between Free  (...)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mClara\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >  Can you evaluate these Bing ads for me? Which one convices you more to buy their\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > particular offering? Select **ONLY** one. Please explain your reasoning, based on your\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > background and personality.  # AD \u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m ```  Tailor-Made Tours Of Europe - Nat'l Geographic\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Award Winner \u001b[0m\u001b[1;3;4;38;5;51mhttps://www.kensingtontours.com/private-tours/europe\u001b[0m\u001b[1;3;38;5;51m AdPrivate Guides;\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Custom Trip Itineraries; \u001b[0m\u001b[1;3;38;5;51m24\u001b[0m\u001b[1;3;38;5;51m/\u001b[0m\u001b[1;3;38;5;51m7\u001b[0m\u001b[1;3;38;5;51m In-Country Support. Request A Custom Quote. Europe's Best\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Customized For You - Historic Cities, Scenic Natural Wonders & More.  Unbeatable Value ·\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Easy Multi-Country · Expert Safari Planners · Top Lodges  Bulgari & Romania Explore\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Europe Off The Beaten Track Exceptional Journey In The Balkans Munich, Salzburg, Vienna\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Discover Extraordinary Landscapes Explore Castles & Royal Palaces Budapest, Vienna,\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Prague Tread Cobblestone Laneways Bask In The Elegant Architecture \u001b[0m\u001b[1;3;38;5;51m30\u001b[0m\u001b[1;3;38;5;51m,\u001b[0m\u001b[1;3;38;5;51m000\u001b[0m\u001b[1;3;38;5;51m+ Delighted\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Clients Customers Love Kensington Tours With A Trust Score Of \u001b[0m\u001b[1;3;38;5;51m9.8\u001b[0m\u001b[1;3;38;5;51m Out Of \u001b[0m\u001b[1;3;38;5;51m10\u001b[0m\u001b[1;3;38;5;51m Expert\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Planners Our Experts Know The Must-Sees, Hidden Gems & Everything In Between Free  \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:17,134 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; I should evaluate the ads based on my interests and personality.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > I should evaluate the ads based on my interests and personality.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:23,048 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; Considering my interest in historical sites and cultural exchanges, I should focus on</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; ads that offer unique cultural experiences.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > Considering my interest in historical sites and cultural exchanges, I should focus on\u001b[0m\n",
       "\u001b[32m           > ads that offer unique cultural experiences.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:27,966 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; Ad </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">1</span><span style=\"color: #008000; text-decoration-color: #008000\"> from Kensington Tours seems to align well with my interests in exploring historic</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; cities and cultural sites. The mention of expert planners and tailored itineraries is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; appealing.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > Ad \u001b[0m\u001b[1;32m1\u001b[0m\u001b[32m from Kensington Tours seems to align well with my interests in exploring historic\u001b[0m\n",
       "\u001b[32m           > cities and cultural sites. The mention of expert planners and tailored itineraries is\u001b[0m\n",
       "\u001b[32m           > appealing.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:32,702 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Clara</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; I am most convinced by Ad </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">1</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> from Kensington Tours. As a history graduate student with a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; keen interest in cultural exchanges and historic sites, the offer of tailor-made tours</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; focusing on historic cities and scenic wonders is particularly appealing. The emphasis</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; on expert planners who know the must-sees and hidden gems aligns with my desire for a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; rich, educational travel experience. Additionally, the high trust score and positive</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; customer feedback provide reassurance of a quality service.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mClara\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > I am most convinced by Ad \u001b[0m\u001b[1;38;5;40m1\u001b[0m\u001b[1;38;5;40m from Kensington Tours. As a history graduate student with a\u001b[0m\n",
       "\u001b[1;38;5;40m           > keen interest in cultural exchanges and historic sites, the offer of tailor-made tours\u001b[0m\n",
       "\u001b[1;38;5;40m           > focusing on historic cities and scenic wonders is particularly appealing. The emphasis\u001b[0m\n",
       "\u001b[1;38;5;40m           > on expert planners who know the must-sees and hidden gems aligns with my desire for a\u001b[0m\n",
       "\u001b[1;38;5;40m           > rich, educational travel experience. Additionally, the high trust score and positive\u001b[0m\n",
       "\u001b[1;38;5;40m           > customer feedback provide reassurance of a quality service.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> --&gt; </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic; text-decoration: underline\">Clara</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">: </span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">[</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">THOUGHT</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-weight: bold; font-style: italic\">]</span><span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\"> </span>\n",
       "<span style=\"color: #7fffff; text-decoration-color: #7fffff; font-style: italic\">           &gt; I will now act a bit, and then issue DONE.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m --> \u001b[0m\u001b[2;3;4;38;5;51mClara\u001b[0m\u001b[2;3;38;5;51m: \u001b[0m\u001b[1;2;3;38;5;51m[\u001b[0m\u001b[2;3;38;5;51mTHOUGHT\u001b[0m\u001b[1;2;3;38;5;51m]\u001b[0m\u001b[2;3;38;5;51m \u001b[0m\n",
       "\u001b[2;3;38;5;51m           > I will now act a bit, and then issue DONE.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:38,622 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Clara</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mClara\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "---------------------\n"
     ]
    }
   ],
   "source": [
    "for person in people:\n",
    "    person.listen_and_act(eval_request_msg)\n",
    "    print(\"---------------------\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:43,017 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'ad_id': 'AD 1', 'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\", 'justification': 'It offers tailor-made tours with private guides, custom itineraries, and 24/7 in-country support, which aligns with my appreciation for personalized and immersive experiences. The ad highlights exploring Europe off the beaten track, which appeals to my adventurous side. Additionally, the high trust score and positive customer feedback add to its credibility.'}\n",
      "---------------------\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:47,490 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'ad_id': 'AD 1', 'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\", 'justification': \"As a graphic designer with a passion for travel and exploring new cultures, the ad's emphasis on tailor-made tours, historic cities, and scenic natural wonders appeals to my adventurous and detail-oriented nature. The mention of expert planners and custom itineraries aligns with my appreciation for personalized experiences. Additionally, the high trust score and positive customer feedback provide reassurance of quality and reliability.\"}\n",
      "---------------------\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:51,656 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'ad_id': '1', 'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\", 'justification': 'It offers tailor-made tours, private guides, and custom itineraries, which align with my preference for exclusive and personalized travel experiences. The emphasis on exploring historic cities and scenic natural wonders, along with a high trust score, makes it appealing to someone with my interests in luxury travel and unique experiences.'}\n",
      "---------------------\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-11-01 06:48:55,656 - tinytroupe - INFO - Waiting 2.0 seconds before next API request (to avoid throttling)...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'ad_id': '1', 'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\", 'justification': 'As a history graduate student with a keen interest in cultural exchanges and historic sites, the offer of tailor-made tours focusing on historic cities and scenic wonders is particularly appealing. The emphasis on expert planners who know the must-sees and hidden gems aligns with my desire for a rich, educational travel experience. Additionally, the high trust score and positive customer feedback provide reassurance of a quality service.'}\n",
      "---------------------\n"
     ]
    }
   ],
   "source": [
    "extractor = ResultsExtractor()\n",
    "\n",
    "choices =[]\n",
    "\n",
    "for person in people:\n",
    "    res = extractor.extract_results_from_agent(person,\n",
    "                                    extraction_objective=extraction_objective,\n",
    "                                    situation=situation,\n",
    "                                    fields=[\"ad_id\", \"ad_title\", \"justification\"])\n",
    "\n",
    "    choices.append(res)\n",
    "    print(res)\n",
    "    print(\"---------------------\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'ad_id': 'AD 1',\n",
       "  'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\",\n",
       "  'justification': 'It offers tailor-made tours with private guides, custom itineraries, and 24/7 in-country support, which aligns with my appreciation for personalized and immersive experiences. The ad highlights exploring Europe off the beaten track, which appeals to my adventurous side. Additionally, the high trust score and positive customer feedback add to its credibility.'},\n",
       " {'ad_id': 'AD 1',\n",
       "  'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\",\n",
       "  'justification': \"As a graphic designer with a passion for travel and exploring new cultures, the ad's emphasis on tailor-made tours, historic cities, and scenic natural wonders appeals to my adventurous and detail-oriented nature. The mention of expert planners and custom itineraries aligns with my appreciation for personalized experiences. Additionally, the high trust score and positive customer feedback provide reassurance of quality and reliability.\"},\n",
       " {'ad_id': '1',\n",
       "  'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\",\n",
       "  'justification': 'It offers tailor-made tours, private guides, and custom itineraries, which align with my preference for exclusive and personalized travel experiences. The emphasis on exploring historic cities and scenic natural wonders, along with a high trust score, makes it appealing to someone with my interests in luxury travel and unique experiences.'},\n",
       " {'ad_id': '1',\n",
       "  'ad_title': \"Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\",\n",
       "  'justification': 'As a history graduate student with a keen interest in cultural exchanges and historic sites, the offer of tailor-made tours focusing on historic cities and scenic wonders is particularly appealing. The emphasis on expert planners who know the must-sees and hidden gems aligns with my desire for a rich, educational travel experience. Additionally, the high trust score and positive customer feedback provide reassurance of a quality service.'}]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "choices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AD 1: Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\n",
      "AD 1: Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\n",
      "1: Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\n",
      "1: Tailor-Made Tours Of Europe - Nat'l Geographic Award Winner\n"
     ]
    }
   ],
   "source": [
    "votes = {}\n",
    "for choice in choices:\n",
    "    print(f\"{choice['ad_id']}: {choice['ad_title']}\")\n",
    "    if choice['ad_id'] not in votes:\n",
    "        votes[choice['ad_id']] = 0\n",
    "    votes[choice['ad_id']] += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'AD 1': 2, '1': 2}"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "votes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, we pick the winning ad."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'AD 1'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# picks the most voted ad\n",
    "winner = max(votes, key=votes.get)\n",
    "winner"
   ]
  }
 ],
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